Kawin Nikomborirak
Machine Learning Engineer II at Kanai
Bainbridge Island, Washington, United States
Summary
👤
Senior🎓
Top SchoolKawin Nikomborirak is a Machine Learning Engineer with nine years of experience building production-grade ML and real-time data systems, currently modernizing multimodal retrieval for LLMs at AWS. He led development of a security-first, batteries-included ML experimentation environment at Amazon that tightly integrates with data stores and real-time ingestion systems, and has deep hands-on experience creating reproducible MLOps pipelines. As founder of Kanai, he applies computer vision and 3D scanning to consumer AR/VR experiences, translating research-grade mapping and graph-reduction work into tangible products. His background in robotics and AR—plus undergraduate concentration in economics—gives him a rare blend of systems engineering, applied research, and product sensibility focused on uncovering hidden patterns. Based on Bainbridge Island, he balances high-scale ML engineering with entrepreneurial product building (and occasionally kiteboarding).
8 years of coding experience
7 years of employment as a software developer
Bachelor of Science - BS Electrical and Computer Engineering concentration in Economics, Bachelor of Science - BS Electrical and Computer Engineering concentration in Economics at Franklin W. Olin College of Engineering
Stackoverflow
51reputation
3kreached
1answer
0questions
Github Skills (194)
ros10
aws-redshift10
networkmanager10
lists10
evil-mode10
emacs9
lambda9
encrypt9
cydia9
debug9
sam9
aws9
amazon-redshift9
keybindings9
seed9
Programming languages (14)
Github contributions (5)
concavegit/kfda
Apr 2020 - May 2020
Kernel Fisher Discriminant Analysis implementation following https://arxiv.org/abs/1906.09436
Contributions:52 commits, 52 pushes, 1 branch in 1 month
fewshot-learningfisher-discriminant-analysisimage-classificationimage-embeddingskernel-fda
concavegit/dotfiles
Jan 2020 - Sep 2023
Contributions:27 pushes, 4 branches in 3 years 8 months
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